Etash Kumar Guha

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Confidence Levels

Generalized Linear Models

Generalization Bounds

Top Venues

Trans. Mach. Learn. Res.

Publications

Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
Conformal Prediction via Regression-as-Classification. ICLR (2024)
Anas Awadalla, Le Xue, Oscar Lo, Manli Shu, Hannah Lee, Etash Kumar Guha, Matt Jordan, Sheng Shen, Mohamed Awadalla, Silvio Savarese, Caiming Xiong, Ran Xu, Yejin Choi, Ludwig Schmidt
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens. CoRR (2024)
Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
Conformal Prediction via Regression-as-Classification. CoRR (2024)
Etash Kumar Guha
Solving Robust MDPs through No-Regret Dynamics. Trans. Mach. Learn. Res. 2024 (2024)
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
Conformalization of Sparse Generalized Linear Models. CoRR (2023)
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
Conformalization of Sparse Generalized Linear Models. ICML (2023)
Etash Kumar Guha, Jason D. Lee
Solving Robust MDPs through No-Regret Dynamics. CoRR (2023)
Etash Kumar Guha, Prasanjit Dubey, Xiaoming Huo
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching. CoRR (2023)
Guanghui Wang, Rafael Hanashiro, Etash Kumar Guha, Jacob D. Abernethy
On Accelerated Perceptrons and Beyond. ICLR (2023)